• DocumentCode
    2168224
  • Title

    A decision-tree based controler approach for Gas production control of an anaerobic digestion process

  • Author

    Heinemann, Elmar ; Wenzel, André

  • Author_Institution
    Fac. of Electr. Eng., Univ. of Appl. Sci. Schmalkalden, Schmalkalden, Germany
  • Volume
    1
  • fYear
    2010
  • fDate
    26-28 Feb. 2010
  • Firstpage
    384
  • Lastpage
    387
  • Abstract
    This paper deals with the development of a new approach to control the gas production rate of an anaerobic digestion process as part of a wastewater treatment plant. The developed controller based on a decision tree classifier that uses two special derived features. To verify the capability of the new controller approach is an anaerobic digestion model, the ADM1, used. With the anaerobic digestion model is the capability of the new tree based approach compared with a classical PI-controller approach. The comparison makes the advantage of the new approach obvious.
  • Keywords
    decision trees; pattern classification; wastewater treatment; ADM1; PI-controller approach; anaerobic digestion process; decision tree based controller approach; decision tree classifier; gas production control; wastewater treatment plant; Automatic control; Classification tree analysis; Cogeneration; Decision trees; Feeds; Heat treatment; Production control; Stability; Temperature control; Wastewater treatment; ADM1; anaerobic digestion; decision tree classifier;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-5585-0
  • Electronic_ISBN
    978-1-4244-5586-7
  • Type

    conf

  • DOI
    10.1109/ICCAE.2010.5451930
  • Filename
    5451930